{
 "cells": [
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "# 图像金字塔\n",
    "- 高斯金字塔\n",
    "- 拉普拉斯金字塔\n",
    "![title](data/Pyramid_1.png)"
   ],
   "id": "99534042e6b612ab"
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "高斯金字塔: 向下采样方法(缩小)\n",
    "![title](data/Pyramid_2.png)"
   ],
   "id": "7894cdb4b1937e03"
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "高斯金字塔: 向上采样方法(放大)\n",
    "![title](data/Pyramid_3.png)"
   ],
   "id": "e1a075da746ed089"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:56:35.009230Z",
     "start_time": "2025-09-16T10:56:31.691730Z"
    }
   },
   "cell_type": "code",
   "source": [
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "\n",
    "def cv_show(img, name):\n",
    "    cv2.imshow(name, img)\n",
    "    cv2.waitKey(0)\n",
    "    cv2.destroyAllWindows()\n",
    "\n",
    "plt.rcParams['font.sans-serif'] = ['SimHei']\n",
    "plt.rcParams['axes.unicode_minus'] = False\n",
    "\n",
    "img = cv2.imread('../data/AM.png')\n",
    "cv_show(img, 'img')\n",
    "print(img.shape)"
   ],
   "id": "eb808d40e0bcab85",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(442, 340, 3)\n"
     ]
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:12:28.797596Z",
     "start_time": "2025-09-16T10:12:26.512457Z"
    }
   },
   "cell_type": "code",
   "source": [
    "up = cv2.pyrUp(img)\n",
    "cv_show(up, 'up')\n",
    "print(up.shape)"
   ],
   "id": "1e97553f9e57e70",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(884, 680, 3)\n"
     ]
    }
   ],
   "execution_count": 3
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:12:38.725422Z",
     "start_time": "2025-09-16T10:12:37.050152Z"
    }
   },
   "cell_type": "code",
   "source": [
    "down=cv2.pyrDown(img)\n",
    "cv_show(down,'down')\n",
    "print (down.shape)"
   ],
   "id": "72b026fe46961745",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(221, 170, 3)\n"
     ]
    }
   ],
   "execution_count": 4
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:14:10.654873Z",
     "start_time": "2025-09-16T10:14:09.090852Z"
    }
   },
   "cell_type": "code",
   "source": [
    "up2=cv2.pyrUp(up)\n",
    "cv_show(up2,'up2')\n",
    "print (up2.shape)"
   ],
   "id": "b49bf1ca243e8010",
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "(1768, 1360, 3)\n"
     ]
    }
   ],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:58:07.465800Z",
     "start_time": "2025-09-16T10:58:05.604276Z"
    }
   },
   "cell_type": "code",
   "source": [
    "up=cv2.pyrUp(img)\n",
    "up_down=cv2.pyrDown(up)\n",
    "cv_show(up_down,'up_down')"
   ],
   "id": "da894ec9b52ec2f2",
   "outputs": [],
   "execution_count": 5
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:14:58.748996Z",
     "start_time": "2025-09-16T10:14:54.253734Z"
    }
   },
   "cell_type": "code",
   "source": "cv_show(np.hstack((img,up_down)),'up_down')",
   "id": "382ee85487892f02",
   "outputs": [],
   "execution_count": 9
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:57:11.520831Z",
     "start_time": "2025-09-16T10:57:07.824664Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 上采样和下采样不是完全可逆操作\n",
    "up=cv2.pyrUp(img)\n",
    "up_down=cv2.pyrDown(up)\n",
    "cv_show(img-up_down,'img-up_down')"
   ],
   "id": "fbf7bf4136fca74b",
   "outputs": [],
   "execution_count": 4
  },
  {
   "metadata": {},
   "cell_type": "markdown",
   "source": [
    "拉普拉斯金字塔\n",
    "![title](data/Pyramid_4.png)"
   ],
   "id": "41f4851cb040dd1"
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T11:01:59.236862Z",
     "start_time": "2025-09-16T11:01:56.726973Z"
    }
   },
   "cell_type": "code",
   "source": [
    "down=cv2.pyrDown(img)\n",
    "down_up=cv2.pyrUp(down)\n",
    "l_1=img-down_up\n",
    "cv_show(l_1,'l_1')"
   ],
   "id": "9feda180946bcabf",
   "outputs": [],
   "execution_count": 6
  },
  {
   "metadata": {
    "ExecuteTime": {
     "end_time": "2025-09-16T10:55:53.376512Z",
     "start_time": "2025-09-16T10:55:50.985602Z"
    }
   },
   "cell_type": "code",
   "source": [
    "# 理解高斯金字塔\n",
    "import cv2\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "img = cv2.imread(r'../data/AM.png')\n",
    "img = cv2.cvtColor(img, cv2.COLOR_BGR2RGB) # Matplotlib使用RGB\n",
    "\n",
    "# 构建高斯金字塔\n",
    "# 参数：原始图像，金字塔层数（这里会向下构建3层，加上原图共4层）\n",
    "layer = img.copy()\n",
    "gaussian_pyramid = [layer] # 金字塔列表，第一层是原图\n",
    "\n",
    "for i in range(3):\n",
    "    layer = cv2.pyrDown(layer) # cv2.pyrDown() 自动完成了「高斯模糊+下采样」\n",
    "    gaussian_pyramid.append(layer)\n",
    "\n",
    "# 显示金字塔的所有层\n",
    "for i, layer_img in enumerate(gaussian_pyramid):\n",
    "    plt.subplot(2, 2, i+1) # 2x2的子图布局\n",
    "    plt.imshow(layer_img)\n",
    "    plt.title(f'Layer {i}\\nSize: {layer_img.shape[:2]}')\n",
    "    plt.axis('off')\n",
    "\n",
    "plt.tight_layout()\n",
    "plt.show()"
   ],
   "id": "c4be38734b6c6cae",
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<Figure size 640x480 with 4 Axes>"
      ],
      "image/png": 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"
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "execution_count": 2
  },
  {
   "metadata": {},
   "cell_type": "code",
   "outputs": [],
   "execution_count": null,
   "source": "",
   "id": "2a9b75f95a7e72d3"
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 2
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython2",
   "version": "2.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
